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Update branch name in README
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pvijayakrish committed Sep 27, 2024
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Expand Up @@ -27,14 +27,14 @@ Triton Model Analyzer is a CLI tool which can help you find a more optimal confi

- [Optuna Search](docs/config_search.md#optuna-search-mode) **_-ALPHA RELEASE-_** allows you to search for every parameter that can be specified in the model configuration, using a hyperparameter optimization framework. Please see the [Optuna](https://optuna.org/) website if you are interested in specific details on how the algorithm functions.

- [Quick Search](docs/config_search.md#quick-search-mode) will **sparsely** search the [Max Batch Size](https://github.com/triton-inference-server/server/blob/main/docs/user_guide/model_configuration.md#maximum-batch-size),
[Dynamic Batching](https://github.com/triton-inference-server/server/blob/main/docs/user_guide/model_configuration.md#dynamic-batcher), and
[Instance Group](https://github.com/triton-inference-server/server/blob/main/docs/user_guide/model_configuration.md#instance-groups) spaces by utilizing a heuristic hill-climbing algorithm to help you quickly find a more optimal configuration
- [Quick Search](docs/config_search.md#quick-search-mode) will **sparsely** search the [Max Batch Size](https://github.com/triton-inference-server/server/blob/r24.09/docs/user_guide/model_configuration.md#maximum-batch-size),
[Dynamic Batching](https://github.com/triton-inference-server/server/blob/r24.09/docs/user_guide/model_configuration.md#dynamic-batcher), and
[Instance Group](https://github.com/triton-inference-server/server/blob/r24.09/docs/user_guide/model_configuration.md#instance-groups) spaces by utilizing a heuristic hill-climbing algorithm to help you quickly find a more optimal configuration

- [Automatic Brute Search](docs/config_search.md#automatic-brute-search) will **exhaustively** search the
[Max Batch Size](https://github.com/triton-inference-server/server/blob/main/docs/user_guide/model_configuration.md#maximum-batch-size),
[Dynamic Batching](https://github.com/triton-inference-server/server/blob/main/docs/user_guide/model_configuration.md#dynamic-batcher), and
[Instance Group](https://github.com/triton-inference-server/server/blob/main/docs/user_guide/model_configuration.md#instance-groups)
[Max Batch Size](https://github.com/triton-inference-server/server/blob/r24.09/docs/user_guide/model_configuration.md#maximum-batch-size),
[Dynamic Batching](https://github.com/triton-inference-server/server/blob/r24.09/docs/user_guide/model_configuration.md#dynamic-batcher), and
[Instance Group](https://github.com/triton-inference-server/server/blob/r24.09/docs/user_guide/model_configuration.md#instance-groups)
parameters of your model configuration

- [Manual Brute Search](docs/config_search.md#manual-brute-search) allows you to create manual sweeps for every parameter that can be specified in the model configuration
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